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Describe core data conceptseasyMultiple ChoiceObjective-mapped

DP-900 Describe core data concepts Practice Question

This DP-900 practice question tests your understanding of describe core data concepts. Match the stated requirement to the specific cloud service, access model, or configuration option — many options are valid in isolation but not for this scenario. After answering, compare your reasoning against the explanation and wrong-answer breakdown below. Once you have made your selection, read the full explanation to reinforce the concept and understand why each distractor is designed to mislead on exam day.

A company stores customer transaction data in Azure Blob Storage. They need to query the data using SQL-based tools without moving the data. Which Azure service should they use?

Question 1easymultiple choice
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Answer choices

Why each option matters

Answer the question above first, then reveal the full breakdown to understand why each option is right or wrong.

Correct answer & explanation

Azure Synapse Serverless SQL pool

Azure Synapse Serverless SQL pool allows you to query data directly from Azure Blob Storage using T-SQL without moving or copying the data. It uses a pay-per-query model and supports reading common file formats like Parquet, CSV, and JSON, making it ideal for ad-hoc querying over data lakes.

Key principle: Answer the scenario, not the keyword: identify the specific constraint before choosing the most familiar-sounding option.

Answer analysis

Option-by-option breakdown

For each option: why learners choose it and why it is or isn't the right answer here.

  • Azure SQL Database

    Why it's wrong here

    Requires data to be loaded into the database, not queried in place.

  • Azure Analysis Services

    Why it's wrong here

    Used for semantic models, not direct query over Blob Storage.

  • Azure Cosmos DB

    Why it's wrong here

    NoSQL database, not for SQL queries over Blob Storage.

  • Azure Synapse Serverless SQL pool

    Why this is correct

    Allows querying data in Blob Storage using T-SQL without moving it.

    Related concept

    Read the scenario before looking for a memorised answer.

Common exam traps

Common exam trap: answer the scenario, not the keyword

The trap here is that candidates often confuse Azure Synapse Serverless SQL pool with Azure SQL Database, assuming any 'SQL' service can query external storage, but only Synapse Serverless SQL pool provides native external data querying over Blob Storage without data movement.

Detailed technical explanation

How to think about this question

Azure Synapse Serverless SQL pool uses a distributed query engine that leverages the OPENROWSET function with BULK operations to read files directly from Azure Blob Storage or Azure Data Lake Storage Gen2. It supports inferring schema from file metadata and can query multiple files in parallel using wildcard paths, enabling efficient data exploration without provisioning any dedicated compute resources.

KKey Concepts to Remember

  • Read the scenario before looking for a memorised answer.
  • Find the constraint that changes the correct option.
  • Eliminate answers that are true in general but not in this case.

TExam Day Tips

  • Watch for words such as best, first, most likely and least administrative effort.
  • Review why wrong options are wrong, not only why the correct option is correct.

Key takeaway

Answer the scenario, not the keyword: identify the specific constraint before choosing the most familiar-sounding option.

Real-world example

How this comes up in practice

A media company stores terabytes of video archives that are accessed once a year for audit purposes. Moving these objects to a cold storage tier (Azure Archive, S3 Glacier, or Google Nearline) costs a fraction of hot storage. Questions like this test whether you understand storage tiers, access frequency tradeoffs, and retrieval latency requirements.

What to study next

Got this wrong? Here's your next step.

Identify which exam domain this question belongs to, review the core concept, then practise similar questions from the same domain.

Related practice questions

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FAQ

Questions learners often ask

What does this DP-900 question test?

Describe core data concepts — This question tests Describe core data concepts — Read the scenario before looking for a memorised answer..

What is the correct answer to this question?

The correct answer is: Azure Synapse Serverless SQL pool — Azure Synapse Serverless SQL pool allows you to query data directly from Azure Blob Storage using T-SQL without moving or copying the data. It uses a pay-per-query model and supports reading common file formats like Parquet, CSV, and JSON, making it ideal for ad-hoc querying over data lakes.

What should I do if I get this DP-900 question wrong?

Identify which exam domain this question belongs to, review the core concept, then practise similar questions from the same domain.

What is the key concept behind this question?

Read the scenario before looking for a memorised answer.

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Last reviewed: Jun 24, 2026

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